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  • Unsupervised Learning

Unsupervised Learning Courses

Unsupervised learning courses can help you learn clustering techniques, dimensionality reduction, and anomaly detection. You can build skills in data preprocessing, feature extraction, and interpreting complex datasets. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing these methods in projects. You'll also explore practical applications in areas like customer segmentation, image processing, and recommendation systems, enhancing your ability to derive insights from unlabelled data.

Popular Unsupervised Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Creative Coding: Hands-On Python

    Skills you'll gain: Debugging, Unit Testing, Relational Databases, Object Oriented Programming (OOP), Data Visualization, Data Store, Web Scraping, Database Management, Data Structures, Scatter Plots, Data Manipulation, SQL, File I/O, Test Case, Integrated Development Environments, Software Testing, Python Programming, Computer Programming, Program Development, Diversity and Inclusion

    3.8
    Rating, 3.8 out of 5 stars
    ·
    17 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Partition & Monitor AI Models Effectively

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Data Integrity, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability & Statistics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    H

    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 3

    Skills you'll gain: Model Evaluation, Generative AI, LLM Application, Model Training, Large Language Modeling, Applied Machine Learning, Fine-tuning, Artificial Neural Networks

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Programming with Golang

    Skills you'll gain: Development Environment, Web Development, Computer Programming, Program Development, Other Programming Languages

    2.8
    Rating, 2.8 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pragmatic AI Labs

    Generative AI and LLMs on Databricks

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Prompt Engineering Tools, Generative AI Agents, LLM Application, OpenAI, Claude Code, Anthropic Claude, Rust (Programming Language), Databricks, Embeddings, MLOps (Machine Learning Operations), Vector Databases, Data Architecture, DevOps, Python Programming, Software Architecture, Scala Programming, Governance

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    Nestlé

    Nestlé's Introduction to Marketing - with Abigail Laursen

    Skills you'll gain: Marketing Effectiveness, Global Marketing, New Product Development, Market Opportunities, Marketing, Product Development, Brand Marketing, Product Marketing, Brand Management, Market Analysis, Competitive Analysis, Strategic Marketing, Marketing Planning, Marketing Analytics, Communication Planning, Marketing Communications, Branding, Media Strategy, Consumer Behaviour, Marketing Strategy and Techniques

    4.4
    Rating, 4.4 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Use Genially to Create Mind Maps

    Skills you'll gain: Education Software and Technology, Digital pedagogy, Information Architecture

    4.6
    Rating, 4.6 out of 5 stars
    ·
    8 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Mastering Geospatial Data Science: From Beginner to Expert

    Skills you'll gain: GIS Software, Model Evaluation, Geographic Information Systems, Extract, Transform, Load, Spatial Analysis, Data Visualization, Spatial Data Analysis, Geospatial Mapping, Data Pipelines, Geospatial Information and Technology, Geostatistics, Apache Airflow, Interactive Data Visualization, Scientific Visualization, Data Visualization Software, Cloud Computing, Leaflet (Software), Environmental Monitoring, Pandas (Python Package), Python Programming

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze E-Commerce Data Using PostgreSQL

    Skills you'll gain: Query Languages, Business Intelligence, Database Management, Transaction Processing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    Pretraining LLMs

    Skills you'll gain: Large Language Modeling, Model Evaluation, Model Training, Hugging Face, Data Preprocessing, Fine-tuning, Model Optimization, Transfer Learning, Generative AI

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free
    Free
    J

    Johns Hopkins University

    Firearm Purchaser Licensing Teach-Out: The Background Check Policy Not Enough People Are Talking About

    Skills you'll gain: Public Safety and National Security, Policy Analysis, Research, and Development, Public Policies, Policy Analysis, Social Studies, Social Sciences, Advocacy, Community and Social Work, Community Organizing, Law, Regulation, and Compliance, Surveys

    3.6
    Rating, 3.6 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    A

    Amazon Web Services

    AWS Glue Getting Started

    Skills you'll gain: Amazon Web Services, Data Preprocessing, Data Wrangling, Data Processing, Extract, Transform, Load, Data Architecture, Data Pipelines, Data Integration

    4.5
    Rating, 4.5 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular unsupervised learning courses

  • Creative Coding: Hands-On Python: University of Michigan
  • Partition & Monitor AI Models Effectively: Coursera
  • H2O ai Large Language Models (LLMs) - Level 3: H2O.ai
  • Programming with Golang: Edureka
  • Generative AI and LLMs on Databricks: Pragmatic AI Labs
  • Nestlé's Introduction to Marketing - with Abigail Laursen: Nestlé
  • Use Genially to Create Mind Maps: Coursera
  • Mastering Geospatial Data Science: From Beginner to Expert: Coursera
  • Analyze E-Commerce Data Using PostgreSQL: EDUCBA
  • Pretraining LLMs: DeepLearning.AI

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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